Publicis Digital Experience ยท 15 hours ago
Machine Learning Engineer
Southfield, MI
Full-time
Hybrid
Mid Level
$87K/yr - $119K/yr
3+ years expPublicis Digital Experience is a division of Publicis Groupe focused on enhancing brand experiences through digital capabilities. The Machine Learning Engineer will design, develop, and deploy machine learning models, collaborating with cross-functional teams to turn data-driven insights into actionable solutions.
Marketing & Advertising
Responsibilities
Design and implement scalable data pipelines using Databricks to process large volumes of structured and unstructured data
Collaborate with data engineers to ensure data quality, integrity, and availability
Develop machine learning models using frameworks such as Py Spark, TensorFlow, or Scikit-learn
Implement end-to-end machine learning workflows in Databricks, including data preparation, feature engineering, training, validation, and deployment
Optimize models for performance and scalability in production environments
Monitor models in production and iterate to improve performance and accuracy
Utilize MLOps practices to automate deployment, monitoring, and management tasks
Work closely with data scientists, data engineers, and business stakeholders to understand requirements and deliver solutions
Present findings and insights to technical and non-technical audiences
Stay current with the latest advancements in machine learning and Databricks features
Mentor junior engineers and promote knowledge sharing within the team
Qualification
Required
Bachelor's or Master's degree in Computer Science, Engineering, Data Science, or related field
3+ years of experience in machine learning model development and deployment
Proven experience with Databricks and its applications in ML solutions
Experience with big data technologies such as Py Spark
Proficiency in programming languages such as Python
Strong understanding of machine learning algorithms and statistical methods
Experience with cloud platforms such as AWS, Azure, or Google Cloud
Familiarity with version control systems DevOps tools
Excellent problem-solving skills and attention to detail
Strong communication and presentation skills
Ability to work independently as well as part of a team
Strong organizational skills and the ability to manage multiple projects simultaneously
Benefits
Paid Family Care for parents and caregivers for 12 weeks or more
Monetary assistance and support for Adoption, Surrogacy and Fertility
Monetary assistance and support for pet adoption
Employee Assistance Programs and Health/Wellness/Comfort reimbursements to help you invest in your future and work/life balance
Tuition Assistance
Paid time off that includes Flexible Time off Vacation, Annual Sick Days, Volunteer Days, Holiday and Identity days, and more
Matching Gifts programs
Flexible working arrangements
'Work Your World' Program encouraging employees to work from anywhere Publicis Groupe has an office for up to 6 weeks a year (based upon eligibility)
Business Resource Groups that support multiple affinities and alliances
Company
Publicis Digital Experience
A division of Publicis Groupe, Publicis Digital Experience is a network of top-tier agencies designed to develop capabilities and solutions to enable growth and provide scaled access to the digital capabilities of Publicis Groupe in service of our clients.
New York, NY, US
5001-10000 employeesFunding
Current Stage
Late StageLeadership Team
Nicole Stanley
Chief Operating Officer, Publicis Digital Experiences Group
Shannon Boyle
Chief Talent Officer
Company data provided by crunchbase